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#' kmr_histogram #' #' @param db path to kmc3 database #' @param out filename for histogram data #' #' @return #' @export #' # @examples kmr_histogram <- function(db, out = paste0("hist_", basename(db), ".txt")) { if (!dir.exists(dirname(out))) dir.create(dirname(out)) bn <- basename(db) db <- file.path(db, bn) ...
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\name{parseStrings} \alias{parseStrings} \title{Parse collapsed multiple options into a vector of character strings} \description{ This function parses collapsed multiple options into a vector of character strings. Each option is optionally trimmed of leading and tailing empty spaces given by \code{trim}. See exa...
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\name{alpha.aci} \alias{alpha.aci} %- Also NEED an '\alias' for EACH other topic documented here. \title{ Alpha Confidence Interval } \description{ Computes the asymptotic confidence interval for Cronbach's alpha following the method outlined by Koning & Franses (2003). } \usage{ alpha.aci(x, k, n, CI = 0.95) } %- may...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/querycount.R \name{HEQueryCountWorker} \alias{HEQueryCountWorker} \title{Create a homomorphic computation query count worker object for use with master objects generated by \code{\link[=HEQueryCountMaster]{HEQueryCountMaster()}}} \description...
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#' extr_leafArea function #' #' @description Hidden function. Retrieves a dataframe of leaf surface area by sample from #' WinSEEDLE software output files #' #' @param WinSEEDLE_filepath path for a winSEEDLE file (from the working directory) #' #' @return A dataframe of sample_ID with date and leaf area extr_leafAre...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{graphs3} \alias{graphs3} \title{All Decomposable Graphical Models on Three Lists} \format{ A list of lists. graphs3[[i]] is the \code{i}th model under consideration. This consists of graphs3[[i]]$C, all of the cliq...
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#RSS R squared and adjusted R squared #R^2 vs Adjusted R squared ?rnorm n=500 R_sq=rep(0,n-3) Adj_Rsq=rep(0,n-3) for (i in c(2:498)) { X=rnorm(n*i) X=matrix(X,nrow=n,ncol=i) X y=2*X[,1]+4*X[,2]+rnorm(n) fit_diffnp<-lm(y~X) R_sq[i-1]=summary(fit_diffnp)$r.squared Adj_Rsq[i-1]=summary(fit_diffnp)$adj.r.squared } par(mfro...
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# ... -=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=- # ... file : grid_cell_assignment.R # ... # ... organizer to prep data sets for submit to which_grdi_cell_function() # ... # ... ref : https://stackoverflow.com/questions/21977720/ # ... r-finding-closest-neighboring-point-...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/FCVAR_aux.R \name{plot.FCVAR_grid} \alias{plot.FCVAR_grid} \title{Plot the Likelihood Function for the FCVAR Model} \usage{ \method{plot}{FCVAR_grid}(x, y = NULL, ...) } \arguments{ \item{x}{An S3 object of type \code{FCVAR_grid} output from ...
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#CLUSTERING #----------------------------- LIBRARIES ----------------------------- #install.packages("fpc") #install.packages("kernlab") #install.packages("dbscan") #install.packages("jsonlite") #install.pachkages("qrage") library(fpc) library(dbscan) library(kernlab) library(jsonlite) library(igraph) library(RColorBr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/qqnormsim.R \name{qqnormsim} \alias{qqnormsim} \title{Simulates QQ-plots with the given data.} \usage{ qqnormsim(dat) } \description{ Simulates QQ-plots with the given data. } \author{ OpenIntro }
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library(PROscorer) ### Name: fsfi ### Title: Score the Female Sexual Function Index (FSFI) ### Aliases: fsfi ### ** Examples # Creating data frame of fake FSFI responses dat <- PROscorerTools::makeFakeData(n = 10, nitems = 19, values = 0:5, prefix = 'f') dat1 <- PROscorerTools::m...
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server = function(input, output, session) { output$plotreal <- renderPlot({ par(oma = c(0,0,0,0), mar = c(4,4,2,2)) input$evalreal return(isolate(eval(parse(text=input$realplot)))) }) }
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# make sure a list of names is in the correct format # taking in a list of names. if the name starts with a number, it adds an X to the beginning. # adds an X to the beginning because R will add X's to names beginning with integers # returns back the modified names. formatNames=function(listOfNames){ newListOfNames=c...
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xNum <- c(1, 3, 5, 7) xLog <- c(TRUE, T, F, T) xChar <- c("a","b","c","d") df <-data.frame(xNum, xLog, xChar) df str(df) df$Name <- c("Kim","Park","Tom","Joe") df df<- transform(df, Age=c(10,20,30,40)) df
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#' @title read.nextstrain.json #' @param x the json tree file of auspice from nextstrain. #' @return treedata object #' @export #' @author Shuangbin Xu #' @examples #' file1 <- system.file("extdata/nextstrain.json", "minimal_v2.json", package="treeio") #' tr <- read.nextstrain.json(file1) #' tr read.nextstrain.json <-...
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#Make another Figure 3 Boxplot. Where the gene intersects per MESA training subpopulation is used per algorithm. #e.g In AFA, all gene intersects of EN, RF, SVR, KNN library(data.table) library(dplyr) library(tidyverse) library(ggplot2) "%&%" = function(a,b) paste (a,b,sep="") #df <- NULL algs <- c("en", "knn", "rf"...
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# load library library(RMySQL) # connect to database 'test' in localhost, username 'root', # with no password mydb <- dbConnect(MySQL(), user='root', password='', dbname='test', host='localhost') # show all tables in database dbListTables(mydb) # show all column in table dbListFields(mydb, 'nama_table') # g...
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### Code to make figure contrasting EC correlations on each 16S validation dataset. ### Include all NSTI cut-offs in these plots. rm(list=ls(all.names=TRUE)) library(ggplot2) library(reshape2) library(ggpubr) library(cowplot) library(ggbeeswarm) setwd("/home/gavin/gavin_backup/projects/picrust2_manuscript/data/saved...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/carSignal-v15.9.10.R \name{get.best.templates} \alias{get.best.templates} \title{Busca la curva que mejor se ajuste a los templates entregados como entrada, con el propósito de calcular el índice ARI.} \usage{ get.best.templates(time.instants...
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setwd("~/fmsc/ChooseInstruments") library(Rcpp) library(RcppArmadillo) sourceCpp("simulation_functions_ChooseInstruments.cpp") library(sem) simple_dgp <- function(){ n <- 100 a0 <- 0.5 a1 <- 1 a2 <- 1 b0 <- 0.75 b1 <- 1.5 z0 <- rep(1, n) z1 <- rnorm(n) z2 <- rnorm(n) x1 <- a0 + a1 * z1 + a2 * z...
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library (sqldf) Sys.setlocale("LC_ALL", "English") # read data sourcefile <- "../household_power_consumption.txt" DF <- read.csv.sql(sourcefile,sep=";",sql="select * from file where Date in ('1/2/2007','2/2/2007')") # png file png(file="plot2.png", width = 480, height = 480) plot(as.POSIXct(paste(DF$Date,DF$Time),f...
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## QSS 17 ## John Keane # Set up environment library(tidyverse) library(USAboundaries) library(USAboundariesData) library(gganimate) library(sf) library(transformr) library(lubridate) covid <- read_csv("https://raw.githubusercontent.com/nytimes/covid-19-data/master/us-counties.csv") county_pop <- read_csv("projectData...
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\name{HSROC} \alias{HSROC} \title{A function for joint meta-analysis of sensitivity and specificity of a diagnostic test.} \description{ This function is used to estimate the parameters of a hierarchical summary receiver operating characteristic (HSROC) model allowing for the reference standard to be possibly im...
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# 필요한 패키지 불러오기 library(shiny) library(ggplot2) library(dplyr) # 타이타닉 데이터 불러오기 titanic <- read.csv("https://raw.githubusercontent.com/datasciencedojo/datasets/master/titanic.csv") # R shiny 앱 만들기 ui <- fluidPage( # 제목 titlePanel("타이타닉 데이터 분석"), # 사이드바 sidebarLayout( # 사이드바 패널 sidebarPane...
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library(data.table) library(magrittr) library(geosphere) library(sf) library(dplyr) source("closestPoint/rCode/findMinDist.R") #sourceData is the 25mx25m CSV with whole taiwan data scanExport = function(targetDir, sourceData, tempDir, outDir, successDir, failDir){ target <- fread(targetDir) #move...
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library(dplyr) library(lubridate) # read data file data_file = 'household_power_consumption.txt' power_consumption <- read.csv(data_file,sep=';', header=TRUE, na.strings = "?") power_consumption$Date <- as.Date(power_consumption$Date, format="%d/%m/%Y") # get subset of the data start_date <- '2007-02-01' stop_date ...
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insertIndirectPolygons <- function(schema, indirect_polygons_table, infrastructure_table){ drv <- dbDriver("PostgreSQL") con <- dbConnect(drv, dbname = dbname, host = host, port = port, user = user, password = pwd) query <- paste0("INSERT INTO ...
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# Author: Jitender Aswani, Co-Founder @datadolph.in # Date: 3/15/2013 # Copyright (c) 2011, under the Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0) License # For more information see: https://creativecommons.org/licenses/by-nc/3.0/ # All rights reserved. library("RJSONIO") rm (list = ls()) #...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/boxr_read.R \name{box_read} \alias{box_read} \alias{box_read_csv} \alias{box_read_tsv} \alias{box_read_json} \alias{box_read_excel} \alias{box_read_rds} \title{Read an R object from a Box file} \usage{ box_read( file_id, type = NULL, ve...
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# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, soft...
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data(MCV_pval) png("MCV.png", width=3200, height=2200,res=300) plotRegion(MCV_pval) dev.off()
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/xbrlDoAllFun.R \name{xbrlDoAllFun} \alias{xbrlDoAllFun} \title{A mirror function of XBRL} \usage{ xbrlDoAllFun( file.inst, cache.dir = "xbrl.Cache", prefix.out = NULL, verbose = FALSE, delete.cached.inst = TRUE ) } \value{ A XBRL li...
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##gpHistPredict gpHistPredict =function(GP,X,x_pred){ # Make sure GP is right. if(!is.list(GP) || is.null(GP$orders) || is.null(GP$alpha) ) { print("gpHistPredict(): Object appears not to be a GP!") return(NaN); } if ( ( ! is.matrix(X) ) || ( ! is.matrix(x_pred) ) ) { print("gpHistPredict(): inp...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/DsATAC-class.R \docType{methods} \name{getCiceroGeneActivities,DsATAC-method} \alias{getCiceroGeneActivities,DsATAC-method} \alias{getCiceroGeneActivities} \title{getCiceroGeneActivities-methods} \usage{ \S4method{getCiceroGeneActivities}{DsA...
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plot4 <- function(datapath = '.', outfile = 'plot4.png') { ## Creates a PNG plots of Global Active Power, Voltage ## Energy Sub Metering, and Global reactive power versus time ## in a 2x2 grid. ## Requires the file "household_power_consumption.txt". The path ## to this file must be given by datapath...
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classifyByGenesList <- function(pythonPath,classType,genes,dataset,classLabels,core = 8, outer_fold = 3 ,inner_fold = 2){ temporanyDirectory <- getwd() temporanyDirectory <- paste(temporanyDirectory,"/ImportantGenes",sep="") temporanyDirectory_res <- paste(temporanyDirectory,"_res/",sep="") dir.create(tempor...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{seurat_sample_tms_liver} \alias{seurat_sample_tms_liver} \title{A down-sampled Seurat object to use for testing and benchmarking} \format{ An object of class Seurat. } \usage{ data(seurat_sample_tms_liver...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/general.R \name{general.bar_plot_by} \alias{general.bar_plot_by} \title{Function to create a barplot, with bars split by a second variable} \usage{ general.bar_plot_by(freq, labels = NULL, labels.ab = NULL, file.name, col = "tomato3", cex.l...
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#' Preloads a causal language model #' #' Preloads a causal language model to speed up next runs. #' #' A causal language model (also called GPT-like, auto-regressive, or decoder #' model) is a type of large language model usually used for text-generation #' that can predict the next word (or more accurately in fact to...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/games_objects.R \name{RevisionCheckResponse} \alias{RevisionCheckResponse} \title{RevisionCheckResponse Object} \usage{ RevisionCheckResponse(apiVersion = NULL, revisionStatus = NULL) } \arguments{ \item{apiVersion}{The version of the API thi...
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## MakeCacheMatrix function creates a matrix and returns a list of functions ## to access and manipulate the matrix that you've created. makeCacheMatrix <- function(x = matrix()) { i <- NULL geti <- function() i ## The set function is an alternative to creating the matrix using the m...
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#' D3 Visualization: Collapsible Indented Tree #' #' Creates a collapsible indented tree. #' #' @param data the json file being used for the visualizations. #' @param width width for the graph's frame area (in pixels) - default is null. #' @param height height for the graph's frame area (in pixels) - default is null....
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plot_net_country.R \name{plot_net_country} \alias{plot_net_country} \title{Creates a network diagram of coauthors' countries linked by reference, #and with nodes arranged geographically} \usage{ plot_net_country( data, lineResolution = 10...
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## #' Check on \code{rhub} ## #' ## #' Create rhub logs that will be queried using ## #' \code{get_local_rhub}, a helper function for ## #' \code{\link{provide_cran_comments}}. ## #' @template package_path ## #' @param os Character string specifying the operation systems to test on, stick ## #' with the default. ## #' ...
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library(plyr) subject_test <- read.table("UCI HAR Dataset/test/subject_test.txt") x_test <- read.table("UCI HAR Dataset/test/x_test.txt") y_test <- read.table("UCI HAR Dataset/test/y_test.txt") subject_train <- read.table("UCI HAR Dataset/train/subject_train.txt") x_train <- read.table("UCI HAR Dataset/train/X_train.t...
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is_unique_ids <- function(data) { ids <- unlist(data) ids <- ids[! is.na(ids)] len <- length(ids) len_uniq <- length(unique(ids)) (len == len_uniq) }
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library(ggplot2) library(gridExtra) library(grid) library(ggthemes) library(ggsci) source("../../theme.R") plotUER = function(print.plot=F) { #UUU a = read.table("Data/UUU/diagramC_k6_mu0.10_ER.txt",header=T) data = data.frame(gamma=a$gamma,beta=a$beta,id="sU6") a = read.table("Data/UUU/diagramC_k12_mu0.10_ER.txt"...
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# tparams_mean ----------------------------------------------------------------- #' Predicted means #' #' Create a list containing means predicted from a statistical model. #' #' @param value Matrix of samples from the distribution of the #' mean. Columns denote random samples and rows denote means for different #...
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## CODE FILE 2a: Creates new Rdata object containing all utility functions needed for Phase B, ## and some for Phase C. #' @description #' Find category with modal probability #' @param predMatrix ncases x J matrix; J is number of response categories #' Each row of predMatrix is a probability mass function. #' @ret...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/CalculateC.R \name{FindAlpha} \alias{FindAlpha} \alias{FindAlphaSimple} \title{Calculation of alpha} \usage{ FindAlpha(a, b, tryViaQR = TRUE) FindAlphaSimple(a, b) } \arguments{ \item{a}{matrix E in paper} \item{b}{matrix Eg i...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/rDNA.R \name{dna_dendrogram} \alias{dna_dendrogram} \title{Create a cluster dendrogram for a DNA database} \usage{ dna_dendrogram( connection, statementType = "DNA Statement", variable1 = "organization", variable1Document = FALSE, v...
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library(rjson) jsonRawPilot <- fromJSON(file= "json_data/PilotTest.json") jsonRaw2_1 <- fromJSON(file = "json_data/Test2-1.json") jsonRaw2_2 <- fromJSON(file = "json_data/Test2-2.json") jsonRaw2_3 <- fromJSON(file = "json_data/Test2-3.json") jsonRaw3_1 <- fromJSON(file = "json_data/Test3-1.json") jsonRaw3_2 <- fromJSO...
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# ===================== xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ====================== # ===================== Database Operation =========================== # ===================== xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ====================== #' defaultDataSRC #' #' get the default datasrc. You can reset the default value...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/aiplatform_objects.R \name{GoogleCloudAiplatformV1Context.labels} \alias{GoogleCloudAiplatformV1Context.labels} \title{GoogleCloudAiplatformV1Context.labels Object} \usage{ GoogleCloudAiplatformV1Context.labels() } \value{ GoogleCloudAiplatfo...
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library(mgcViz) ### Name: check.gamViz ### Title: Some diagnostics for a fitted gam model ### Aliases: check.gamViz ### ** Examples library(mgcViz) set.seed(0) dat <- gamSim(1, n = 200) b <- gam(y ~ s(x0) + s(x1) + s(x2) + s(x3), data = dat) b <- getViz(b) # Checks using default options check(b) # Change some alg...
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% Generated by roxygen2 (4.0.2.9000): do not edit by hand % Please edit documentation in R/yhatR.R \name{yhat.transform_from_example} \alias{yhat.transform_from_example} \title{Generates a model.transform function from an example input data.frame. Handles columns which need to be type casted further after the initial J...
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# zip the Arabidopsis MAGIC data, in two version (TAIR8 and TAIR9) # - first subset the _geno and _foundergeno data to the markers with positions in the corresponding map build library(qtl2) set.seed(20190215) tmpdir <- file.path(tempdir(), paste(sample(letters, 20, replace=TRUE), collapse="")) tmpdir <- sub("//", "/...
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\name{inverseTAPE} \alias{inverseTAPE} \title{Inverse Moment Tensor } \description{Inverse moment tensor from Tape angles. } \usage{ inverseTAPE(GAMMA, BETA) } \arguments{ \item{GAMMA}{Longitude, degrees } \item{BETA}{CoLatitude, degrees } } \details{Uses Tape and Tape lune angles to estimate the moment tensor...
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best <- function(state,outcome){ outcomes = c("pneumonia", "heart attack", "heart failure") data <- read.csv("outcome-of-care-measures.csv", colClasses = "character") if (!is.element(state, data$State)) { stop("invalid state") } else if(!is.element(outcome, outcome)) { stop("invalid outcom...
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# Make sure time locale is English Sys.setlocale("LC_TIME", "English") # Read and subset data. NA is represented by "?". data <- read.csv("household_power_consumption.txt", sep=";", na.strings="?") sub_data <- subset(data, data$Date == "1/2/2007" | data$Date == "2/2/2007") # Join Date and Time columns into a D...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/dataproc_objects.R \name{JobScheduling} \alias{JobScheduling} \title{JobScheduling Object} \usage{ JobScheduling(maxFailuresPerHour = NULL) } \arguments{ \item{maxFailuresPerHour}{Optional Maximum number of times per hour a driver may be rest...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/internal.R \name{get_scores_and_T_by_score} \alias{get_scores_and_T_by_score} \title{Generate the score for each pair difference and the observed value of the random walk T using the raw pair differences and the score function. Not meant to b...
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setwd("/Users/m/paper_january17") src<-"./code/data/all_LU.shp" require("rgdal") require("raster") require("abind") require("gdalUtils") require("MASS") source("./code/scripts/load_data.R") source("./code/scripts/make_data.R") source("./code/scripts/prep_data.R") source("./code/scripts/analysis.R") source("./code/scrip...
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#library(MASS) ### data input ### #' @export data.read <- function(filename, exp.type = c("ALT", "CFT.EC"), ...) { ### the file is coded that c(stress levels, failure time, censored, weight) if(class(filename) == "character"){ res <- read.csv(file = filename, ...) }else if(class(filename) == "data.frame"){ ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Class-SDMXUtilityData.R, % R/SDMXUtilityData-methods.R \docType{class} \name{SDMXUtilityData} \alias{SDMXUtilityData} \alias{SDMXUtilityData-class} \alias{SDMXUtilityData,SDMXUtilityData-method} \title{Class "SDMXUtilityData"} \usa...
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library(ggplot2) library(dplyr) library(forcats) library(tidyr) data <- read.csv("r-github/vgsales.csv") # overall look overall_data <- data %>% mutate(Year = strtoi(Year)) %>% select(Year, Global_Sales, Platform) %>% filter(Platform %in% c("PS", "PS2", "PS3", "PS4", "XB", "X360", "XOne"), !is.na(Year)) %>% ...
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##------------------------------------------------------------------------------ # Function: connect_to_Db # Desc: sets up a database connection # Parameters: # In: raw text # Out: # Returns: text without space characters ##------------------------------------------------------------------------------- connect_t...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mosum_test.R \name{mosum.pValue} \alias{mosum.pValue} \title{MOSUM asymptotic p-value} \usage{ mosum.pValue(z, n, G.left, G.right = G.left) } \arguments{ \item{z}{a numeric value for the observation} \item{n}{an integer value for ...
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## The function is to cache the inverse of a matrix. ## functions do ## this function create a matrix cache its inverse makeCacheMatrix <- function(x = matrix()) { i<-NULL set<- function(y){ y<<-x i<<-NULL } get<-function()x set_inverse<-function(inverse) i<<-inverse get_inverse<-function() i li...
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test_that("single function works", { test_df <- tidytable(a = 1:3, b = 4:6, z = c("a", "a", "b")) result_df <- test_df %>% summarize_across.(c(a, b), mean, na.rm = TRUE) expect_named(result_df, c("a", "b")) expect_equal(result_df$a, 2) expect_equal(result_df$b, 5) }) test_that("summarise spelling works...
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#' Gets the Trade reports as requested #' #' @param accId a numeric vector. Accounts ids. #' @param from a POSIXct object. Start time. By default, from = ISOdatetime(1970,01,01,0,00,00, tz ="GMT"). #' @param to a POSIXct object. End time. By default, to = ISOdatetime(2017,08,01,0,00,00, tz ="GMT"). #' @param transTypes...
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# testing the setup of multiple interactions library(gtools) # <-- combinations and permutations (for column name combos) library(assertthat) # <-- for testing library(xgboost) # <-- for testing the creation of DMatrices library(caret) # <-- for easier scaling # example with iris data: df <- head(iri...
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library(qdap) ### Name: paste2 ### Title: Paste an Unspecified Number Of Text Columns ### Aliases: paste2 colpaste2df ### Keywords: paste ### ** Examples ## Not run: ##D ## paste2 examples ##D v <- rep(list(state.abb[1:8], month.abb[1:8]) , 5) ##D n <- sample(5:10, 1) ##D paste(v[1:n]) #odd looking return ##D pas...
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limits_aa = c(0, 0.1, 0.2, 0.5, 1, 2, 5) aa_cols = c('#ffffe5','#f7fcb9','#d9f0a3','#addd8e','#78c679','#41ab5d', '#238443','#006837','#004529') plotAA <- function(r, lab = '', name = '', units = '', cols = aa_cols, limits = limits_aa, regions = NULL, ...
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#' Barplot for gene expression values #' #' plotGeneBarPlot takes as input a counts matrix (or dataframe), a metadata dataframe #' and the names of two metadata variables to plot a barplot with error bars of expression #' values grouped along the x axis and with different fill colors to show #' summarized expression of...
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GC.adjust <- function(data, gc, maxNumDataPoints = 10000) { data$marker <- paste0(data$chr, ":", round(data$position/1000,0)*1000+1) gc$marker <- paste0(gc$chr, ":", gc$position) data <- merge(x=data, y=gc[,c("marker","GC")], by="marker", all=FALSE) data <- data[order(data$chr, data$pos),] data <- ...
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####Libraries#### library(easypackages) libs<-c("tidyr", "dplyr", "car", "haven") libraries(libs) ####Read in Data#### dat.1 <- read_sav("Data/wave1 clean.sav") dat.2<- read_sav("Data/wave 2 cleaned.sav") dat.3 <- read_sav("Data/wave 3 cleaned.sav") dat.4 <- read_sav("Data/wave 4 cleaned.sav") ####Merge Datasets togeth...
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#' Convert Sex Data to format used by our Functions #' #' @param Sex A character or factor vector (vector produced will be the same type) that includes the sex of each individual. #' @param female.string How sex for females is recorded currently (defaults to "F"). #' @param male.string How sex for males is recorded cur...
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inFilePath = commandArgs()[7] targetClass = commandArgs()[8] numPermutations = as.integer(commandArgs()[9]) outActualFilePath = commandArgs()[10] outEmpiricalFilePath = commandArgs()[11] suppressPackageStartupMessages(library(ROCR)) #suppressPackageStartupMessages(library(rms)) calcAuc = function(actual, prob) { pr...
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# install.packages("devtools") # install.packages("readabs") # devtools::install_github("ianmoran11/tidyABS") ##################################################################### library(tidyABS) ## Ian Moran library(readabs) ## Matt Cowgill library(tidyverse) ## Hadley Wickham #####################################...
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# --------------------------------------------------------- # Title: Multiple Regression 2 # R version: 3.0.0 (2013-04-03) -- "Masked Marvel" # R Studio version: 0.97.336 # OS: Mac OS X 10.7.5 # Author: Eurry Kim <ek2758@columbia.edu> # Maintainer: Eurry Kim <ek2758@columbia.edu> # Description: G4013 Lecture 7 # ----...
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library(RMySQL) library(stringr) library(RColorBrewer) library(ggplot2) library(reshape2) library(biomaRt) library(future.apply) library(pheatmap) library(GeneOverlap) library(venn) library(Cairo) library(plyr) library(DBI) library(pool) #data breaks according to the quantile quantile_breaks <- function(xs, n = 10) {...
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library(pRolocdata) ### Name: groen2014 ### Title: LOPIT experiments on Arabidopsis thaliana roots, from Groen et ### al. (2014) ### Aliases: groen2014 groen2014r1 groen2014r2 groen2014r3 groen2014cmb ### groen2014r1goCC ### Keywords: datasets ### ** Examples data(groen2014r1) data(groen2014r2) data(groen2014r3...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cocoSetLogLevel.R \name{cocoSetLogLevel} \alias{cocoSetLogLevel} \title{Set log level for coco platform.} \usage{ cocoSetLogLevel(level = "info") } \arguments{ \item{level}{[\code{character(1)}]\cr Log level, can be \dQuote{debug}, \dQuote{in...
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#this portion of the code directly follows from the get carbonyl and get OH signal functions #it assumes that the global environment contains the carbonyl and OH signal data #for this part, we'll need the package zoo so we'll need to install and load it install.packages("zoo") #if zoo is already installed, we just nee...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ExploreModelMatrix.R \name{ExploreModelMatrix} \alias{ExploreModelMatrix} \title{Explore model matrix} \usage{ ExploreModelMatrix(sampleData = NULL, designFormula = NULL) } \arguments{ \item{sampleData}{(optional) A \code{data.frame} or \code...
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if(!exists("mydata")) { colClasses <- c("character","character",rep("numeric",7)) mydata <- read.csv("household_power_consumption.txt", header = TRUE, sep = ";", na.strings="?", colClasses=colClasses) mydata$DateTime <- strptime(paste(mydata$Date, mydata$Time), "%d/%m/%Y %H:%M") mydata$Date = as.Date(mydata$Da...
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## .-.-. .-.-. .-.-. .-.-. .-.-. .-.-. .-.-. .-.-. ## /|/ \|\ /|/ \|\ /|/ \|\ /|/ \|\ /|/ \|\ /|/ \|\ / / \ \ / / \ \ ##`-' `-`-' `-`-' `-`-' `-`-' `-`-' `-`-' `-`-' ' ' ## May th17 ## Bonneau lab - "Aviv Madar" <am2654@nyu.edu>, ## NYU - Center for Genomics and Systems Biology ## .-.-....
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#' straf: STR Analysis for Forensics #' #' straf is a Shiny application to perform Short Tandem Repeats (STRs, also #' known as microsatellites) data analysis. The application allows one to #' compute forensic parameters, population genetics indices, and investigate #' population structure through various methods an...
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.emodnet_wfs <- function() { utils::read.csv( system.file("services.csv", package = "EMODnetWFS"), stringsAsFactors = FALSE ) } #' Available EMODnet Web Feature Services #' #' @return Tibble of available EMODnet Web Feature Services #' #' @examples #' emodnet_wfs() #' @export emodnet_wfs <- memoise::memoise...
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# plot4. R ## load data ## dataset <- read.table("C:/Users/Deng/Documents/household_power_consumption.txt", header = TRUE, sep = ";", na = "?", colClasses = c("character", "character", rep("numeric",7)) ) attach(dataset) ## subset the data ## newdat <- dataset[Date == "1/2/2007" | Date == "2/2/20...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/argo.R \name{argoGrid} \alias{argoGrid} \title{Grid Argo float data} \usage{ argoGrid(argo, p, debug = getOption("oceDebug"), ...) } \arguments{ \item{argo}{A \code{argo} object to be gridded.} \item{p}{Optional indication of the pressure le...
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#' normalize.by.qsmooth #' #' @import qsmooth #' @export normalize.by.qsmooth <- function(X, group_factor, ...) { qs <- qsmooth::qsmooth(t(X), group_factor = group_factor, ...) qs@qsmoothData %>% t() %>% return() } #' normalize.by.tmm #' #' Call calcNormFactors by edgeR #' @import edgeR #' @pa...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/global.R, R/MultinomialParameter.R, % R/GaussianParameter.R, R/CompositeParameter.R, R/MixmodResults.R, % R/Mixmod.R, R/MixmodPredict.R \docType{methods} \name{summary} \alias{summary} \alias{summary,MultinomialParameter-method} \alias{su...
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## Five Element Analytics ## Author: Alex Pelaez ## Date Revised: 01-02-2019 ## ## TO USE THIS ## Use the PCA function from FactomineR package and ## pass in the pca object into Pass in a vector ## Result will be the vector of min_max_normalization # # Example: ## #Usage: communality(data) #Example: p = PCA(house...
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## Put comments here that give an overall description of what your ## functions do ## These functions will show how we can retrieve data from the cache ## instead of re-calculating; which could be time consuming ## Write a short comment describing this function ## This function creates a "matrix" object and cache it...
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### R code from vignette source 'qtbase.Rnw' ################################################### ### code chunk number 1: setup ################################################### options(width=72) library(qtbase) supported <- !length(grep("darwin", R.version$platform)) || nzchar(Sys.getenv("SECURITYSESSIONID")) #...